SciZoom: A Large-scale Benchmark for Hierarchical Scientific Summarization across the LLM Era
Dataset Description
SciZoom is a large-scale benchmark designed for hierarchical scientific summarization and temporal mining of scientific writing. The dataset comprises 44,946 papers from four top-tier AI/ML conferences (NeurIPS, ICLR, ICML, EMNLP) spanning 2020-2025, explicitly stratified into Pre-LLM and Post-LLM eras around the November 2022 ChatGPT release.… See the full description on the dataset page: https://huggingface.co/datasets/hanjang/SciZoom.
